Directional Spatial and Spectral Attention Network (DSSA Net) for EEG-based emotion recognition

Directional Spatial and Spectral Attention Network (DSSA Net) for EEG-based emotion recognition

Significant strides have been made in emotion recognition from Electroencephalography (EEG) signals. However, effectively modeling the diverse spatial, spectral, and temporal features of multi-channel brain signals remains a challenge. This paper proposes a novel framework, the Directional Spatial a...

Full description

Saved in:
Bibliographic Details
Main Authors: Jiyao Liu, Lang He, Haifeng Chen, Dongmei Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Neurorobotics
Subjects:
EEG
emotion recognition
spectral attention
position attention
temporal attention
directional spatial attention
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1481746/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items